Crowdfunding technology projects: The impact of textual characterization on project success

被引：0

作者：

Yosipof, Abraham ^{[1
,2
]}

Song, Yang ^{[3
,4
]}

Drori, Netanel ^{[5
]}

Gradovitch, Noa ^{[1
]}

Braune, Eric ^{[6
]}

机构：

[1] Coll Law & Business, Fac Informat Syst & Comp Sci, Ramat Gan, Israel

[2] Int Inst Appl Syst Anal, Laxenburg, Austria

[3] Jilin Univ, Sch Econ, Changchun 130012, Peoples R China

[4] Minist Culture & Tourism Key Lab, Ice & Snow Tourism Resorts Equipment & Intelligent, Changchun, Peoples R China

[5] Northeastern Univ, Amore McKim Sch Business, Boston, MA USA

[6] OMNES Educ Res Ctr, Lyon, France

来源：

CANADIAN JOURNAL OF ADMINISTRATIVE SCIENCES-REVUE CANADIENNE DES SCIENCES DE L ADMINISTRATION | 2024年

基金：

中国国家自然科学基金;

关键词：

crowdfunding; crowdfunding success; entrepreneurship; technology; text mining; textual topic;

D O I：

10.1002/cjas.1758

中图分类号：

F [经济];

学科分类号：

02 ;

摘要：

The technology sector is one of the most popular sectors for entrepreneurship. This paper investigates the success factors of fundraising in the technology sector. We argue that text elements of the project's description have a significant effect of the project success. We used text mining to extract and analyze 17,733 crowdfunding projects over an 11-year period between 2009 and 2019 from the Kickstarter platform. We identified 28 textual elements and examined whether they affect project success as measured by three different operationalizations. Most of the textual elements were found to have a significant effect on the project's success. The findings provide valuable insights and highlight substantial opportunities for crowdfunding in the context of technology.

引用

页数：18

共 50 条

[1] Technology Project Summaries as a Predictor of Crowdfunding Success
Westerlund, Mika
Singh, Ishdeep
Rajahonka, Mervi
Leminen, Seppo
[J]. TECHNOLOGY INNOVATION MANAGEMENT REVIEW, 2021, 11 (11-12): : 33 - 44
[2] The determinants of crowdfunding success: evidence from technology projects
Cordova, Alessandro
Dolci, Johanna
Gianfrate, Gianfranco
[J]. PROCEEDINGS OF THE 3RD INTERNATIONAL CONFERENCE ON LEADERSHIP, TECHNOLOGY AND INNOVATION MANAGEMENT, 2015, 181 : 115 - 124
[3] The success of crowdfunding projects: technology, globalization, and geographic distance
Tang, Linghui
Baker, Richard
An, Liping
[J]. ECONOMICS OF INNOVATION AND NEW TECHNOLOGY, 2022, 31 (07) : 553 - 574
[4] Success factors in Crowdfunding - an analysis of Austrian crowdfunding projects
Radovanovic, Teodora
Ender, Manuela
[J]. BETRIEBSWIRTSCHAFTLICHE FORSCHUNG UND PRAXIS, 2021, 73 (05):
[5] The impact of visual, auditory, textual stimuli on crowdfunding: evidence from tourism projects
Chen, Yihong
Hu, Tao
Law, Rob
[J]. CURRENT ISSUES IN TOURISM, 2024,
[6] Impact of Inclusive Leadership on Project Success: Testing of a Model in Information Technology Projects
Mir, Arslan
Rafique, Muhammad
Mubarak, Namra
[J]. INTERNATIONAL JOURNAL OF INFORMATION TECHNOLOGY PROJECT MANAGEMENT, 2021, 12 (01) : 63 - 79
[7] The role of semantics in the success of crowdfunding projects
Babayoff, Orel
Shehory, Onn
[J]. PLOS ONE, 2022, 17 (02):
[8] Selected Success Factors of Crowdfunding Projects
Stofa, Tomas
Zoricak, Martin
[J]. EUROPEAN FINANCIAL SYSTEM 2016: PROCEEDINGS OF THE 13TH INTERNATIONAL SCIENTIFIC CONFERENCE, 2016, : 752 - 759
[9] Crowdfunding technology projects: investigating the moderating effect of product type on campaign success
Cheng, Ying
Jang, Yongseok
[J]. TECHNOLOGY ANALYSIS & STRATEGIC MANAGEMENT, 2023,
[10] Project Success Prediction in Crowdfunding Environments
Li, Yan
Rakesh, Vineeth
Reddy, Chandan K.
[J]. PROCEEDINGS OF THE NINTH ACM INTERNATIONAL CONFERENCE ON WEB SEARCH AND DATA MINING (WSDM'16), 2016, : 247 - 256

← 1 2 3 4 5 →